{"id":"W2085569009","doi":"10.5539/ass.v7n1p43","title":"Planning Interventions as a Major Driving Force for Transforming Unitary Habitats into Multi-habitats in the Ladkrabang District of Bangkok Metropolitan Area","year":2010,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Metropolitan area; Unitary state; Intervention (counseling); Environmental planning; Business; Urban planning; Geography; Environmental resource management; Economic growth; Political science; Psychology; Economics; Engineering; Civil engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006164087,0.0001452917,0.0001919066,0.0002050234,0.0003801918,0.00004939749,0.00054766,0.00007925967,0.000009713332],"category_scores_gemma":[0.0001561684,0.0001237952,0.0001692796,0.0008488008,0.0005565383,0.0003143059,0.00001603023,0.0003056526,0.000001459989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001244792,"about_ca_system_score_gemma":0.00005557727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000168028,"about_ca_topic_score_gemma":0.002066982,"domain_scores_codex":[0.9987752,0.00001717386,0.000336983,0.0001903027,0.0002617795,0.0004186055],"domain_scores_gemma":[0.9995318,0.0001355478,0.00004890791,0.000146834,0.00005893519,0.00007794939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006072342,0.0008046901,0.07608851,0.001560763,0.0002015287,0.0001318692,0.1776575,0.0002678804,0.1660778,0.4638674,0.0008771847,0.1124041],"study_design_scores_gemma":[0.002875109,0.0004719165,0.8507009,0.0006953164,0.0002918903,0.00003234374,0.08785775,0.01555441,0.01118346,0.02699675,0.001834921,0.001505277],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6436849,0.0003086735,0.2954983,0.0004111752,0.0008241764,0.0009691956,0.0001071343,0.0001843613,0.05801217],"genre_scores_gemma":[0.9945456,0.000002002392,0.005256298,0.00002135329,0.00006872032,0.00004233857,0.00001534049,0.00001772473,0.00003055571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7746124,"threshold_uncertainty_score":0.5048222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0367061437538722,"score_gpt":0.295223661363857,"score_spread":0.2585175176099848,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}